[jira] [Resolved] (IGNITE-11581) [ML] Adapt tutorial to new vectorizer API

[ https://issues.apache.org/jira/browse/IGNITE-11581?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-11581. --- Resolution: Resolved > [ML] Adapt tutorial to new vectorizer API >

[jira] [Updated] (IGNITE-11580) [ML] Evaluators should accept Vectorizers

[ https://issues.apache.org/jira/browse/IGNITE-11580?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11580: -- Fix Version/s: 2.8 > [ML] Evaluators should accept Vectorizers >

[jira] [Updated] (IGNITE-11504) [ML] Preprocessor trainers should support new feature-label extraction API

[ https://issues.apache.org/jira/browse/IGNITE-11504?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11504: -- Fix Version/s: 2.8 > [ML] Preprocessor trainers should support new feature-label

[jira] [Updated] (IGNITE-11504) [ML] Preprocessor trainers should support new feature-label extraction API

[ https://issues.apache.org/jira/browse/IGNITE-11504?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11504: -- Priority: Blocker (was: Major) > [ML] Preprocessor trainers should support new

[jira] [Resolved] (IGNITE-10711) [ML] [Umbrella] Provide metrics to evaluate the quality of model

[ https://issues.apache.org/jira/browse/IGNITE-10711?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-10711. --- Resolution: Fixed > [ML] [Umbrella] Provide metrics to evaluate the quality of

[jira] [Resolved] (IGNITE-10145) [ML] Implement ROC AUC metric

[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-10145. --- Resolution: Fixed > [ML] Implement ROC AUC metric > -

[jira] [Updated] (IGNITE-11580) [ML] Evaluators should accept Vectorizers

[ https://issues.apache.org/jira/browse/IGNITE-11580?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11580: -- Issue Type: Improvement (was: Bug) > [ML] Evaluators should accept Vectorizers >

[jira] [Updated] (IGNITE-11581) [ML] Adapt tutorial to new vectorizer API

[ https://issues.apache.org/jira/browse/IGNITE-11581?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11581: -- Issue Type: Improvement (was: Bug) > [ML] Adapt tutorial to new vectorizer API >

[jira] [Updated] (IGNITE-11582) [ML] Pipelines should work with Vectorizers

[ https://issues.apache.org/jira/browse/IGNITE-11582?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11582: -- Issue Type: Improvement (was: Bug) > [ML] Pipelines should work with Vectorizers >

[jira] [Created] (IGNITE-11680) [ML] Improve ROC AUC to work with ProbableLabel

Aleksey Zinoviev created IGNITE-11680: - Summary: [ML] Improve ROC AUC to work with ProbableLabel Key: IGNITE-11680 URL: https://issues.apache.org/jira/browse/IGNITE-11680 Project: Ignite

[jira] [Resolved] (IGNITE-11654) ML: Memory leak in KNNClassificationModel

[ https://issues.apache.org/jira/browse/IGNITE-11654?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-11654. --- Resolution: Fixed > ML: Memory leak in KNNClassificationModel >

[jira] [Updated] (IGNITE-11654) ML: Memory leak in KNNClassificationModel

[ https://issues.apache.org/jira/browse/IGNITE-11654?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11654: -- Priority: Critical (was: Major) > ML: Memory leak in KNNClassificationModel >

[jira] [Updated] (IGNITE-11655) ML: OneHotEncoder returns more columns than expected

[ https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11655: -- Priority: Critical (was: Major) > ML: OneHotEncoder returns more columns than

[jira] [Assigned] (IGNITE-11655) ML: OneHotEncoder returns more columns than expected

[ https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-11655: - Assignee: Aleksey Zinoviev > ML: OneHotEncoder returns more columns than

[jira] [Assigned] (IGNITE-11654) ML: Memory leak in KNNClassificationModel

[ https://issues.apache.org/jira/browse/IGNITE-11654?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-11654: - Assignee: Aleksey Zinoviev > ML: Memory leak in KNNClassificationModel >

[jira] [Updated] (IGNITE-10529) [ML][Umbrella] Add Confusion Matrix support for classification algorithms

[ https://issues.apache.org/jira/browse/IGNITE-10529?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10529: -- Priority: Minor (was: Major) > [ML][Umbrella] Add Confusion Matrix support for

[jira] [Updated] (IGNITE-10438) [ML] DBSCAN

[ https://issues.apache.org/jira/browse/IGNITE-10438?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10438: -- Priority: Trivial (was: Minor) > [ML] DBSCAN > --- > > Key:

[jira] [Commented] (IGNITE-11012) [ML] Add model type validation during parsing json file

[ https://issues.apache.org/jira/browse/IGNITE-11012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16773009#comment-16773009 ] Aleksey Zinoviev commented on IGNITE-11012: --- [~oignatenko] Thanks a lot, will fix in next

[jira] [Updated] (IGNITE-11012) [ML] Add model type validation during parsing json file

[ https://issues.apache.org/jira/browse/IGNITE-11012?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11012: -- Summary: [ML] Add model type validation during parsing json file (was: [ML] Add

[jira] [Created] (IGNITE-11295) [ML] Add readme file to SparkModelParser module

Aleksey Zinoviev created IGNITE-11295: - Summary: [ML] Add readme file to SparkModelParser module Key: IGNITE-11295 URL: https://issues.apache.org/jira/browse/IGNITE-11295 Project: Ignite

[jira] [Created] (IGNITE-11294) [ML] Use ML logger and env variables in Spark ML Parser

Aleksey Zinoviev created IGNITE-11294: - Summary: [ML] Use ML logger and env variables in Spark ML Parser Key: IGNITE-11294 URL: https://issues.apache.org/jira/browse/IGNITE-11294 Project: Ignite

[jira] [Created] (IGNITE-11244) [ML] Improve model loading from directory instead full path to file with model

Aleksey Zinoviev created IGNITE-11244: - Summary: [ML] Improve model loading from directory instead full path to file with model Key: IGNITE-11244 URL: https://issues.apache.org/jira/browse/IGNITE-11244

[jira] [Updated] (IGNITE-11005) [ML] Add parser for Spark Gradient-boosted tree classifier

[ https://issues.apache.org/jira/browse/IGNITE-11005?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11005: -- Priority: Blocker (was: Major) > [ML] Add parser for Spark Gradient-boosted tree

[jira] [Updated] (IGNITE-11041) [ML] Add parser for Spark Gradient-boosted tree regressor

[ https://issues.apache.org/jira/browse/IGNITE-11041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11041: -- Priority: Blocker (was: Major) > [ML] Add parser for Spark Gradient-boosted tree

[jira] [Updated] (IGNITE-11040) [ML] Add parser for Spark Random forest regressor

[ https://issues.apache.org/jira/browse/IGNITE-11040?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11040: -- Priority: Blocker (was: Major) > [ML] Add parser for Spark Random forest regressor

[jira] [Updated] (IGNITE-10865) [ML] [Umbrella] Integration with Spark ML

[ https://issues.apache.org/jira/browse/IGNITE-10865?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10865: -- Priority: Blocker (was: Critical) > [ML] [Umbrella] Integration with Spark ML >

[jira] [Updated] (IGNITE-11012) [ML] Add model type validation during parsing parquet file

[ https://issues.apache.org/jira/browse/IGNITE-11012?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11012: -- Priority: Blocker (was: Major) > [ML] Add model type validation during parsing

[jira] [Updated] (IGNITE-10865) [ML] [Umbrella] Integration with Spark ML

[ https://issues.apache.org/jira/browse/IGNITE-10865?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10865: -- Priority: Critical (was: Major) > [ML] [Umbrella] Integration with Spark ML >

[jira] [Updated] (IGNITE-11039) [ML] Add parser for Spark Decision tree regression

[ https://issues.apache.org/jira/browse/IGNITE-11039?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11039: -- Priority: Blocker (was: Major) > [ML] Add parser for Spark Decision tree regression

[jira] [Updated] (IGNITE-11037) [ML] Add parser for Spark KMeans clustering model

[ https://issues.apache.org/jira/browse/IGNITE-11037?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11037: -- Priority: Blocker (was: Major) > [ML] Add parser for Spark KMeans clustering model

[jira] [Created] (IGNITE-11041) [ML] Add parser for Spark Gradient-boosted tree regressor

Aleksey Zinoviev created IGNITE-11041: - Summary: [ML] Add parser for Spark Gradient-boosted tree regressor Key: IGNITE-11041 URL: https://issues.apache.org/jira/browse/IGNITE-11041 Project: Ignite

[jira] [Created] (IGNITE-11040) [ML] Add parser for Spark Random forest regressor

Aleksey Zinoviev created IGNITE-11040: - Summary: [ML] Add parser for Spark Random forest regressor Key: IGNITE-11040 URL: https://issues.apache.org/jira/browse/IGNITE-11040 Project: Ignite

[jira] [Created] (IGNITE-11039) [ML] Add parser for Spark Decision tree regression

Aleksey Zinoviev created IGNITE-11039: - Summary: [ML] Add parser for Spark Decision tree regression Key: IGNITE-11039 URL: https://issues.apache.org/jira/browse/IGNITE-11039 Project: Ignite

[jira] [Created] (IGNITE-11037) [ML] Add parser for Spark KMeans clustering model

Aleksey Zinoviev created IGNITE-11037: - Summary: [ML] Add parser for Spark KMeans clustering model Key: IGNITE-11037 URL: https://issues.apache.org/jira/browse/IGNITE-11037 Project: Ignite

[jira] [Updated] (IGNITE-11037) [ML] Add parser for Spark KMeans clustering model

[ https://issues.apache.org/jira/browse/IGNITE-11037?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11037: -- Description: # Write Spark example producing KMeans clustering model  # Save model

[jira] [Created] (IGNITE-11012) [ML] Add model type validation during parsing parquet file

Aleksey Zinoviev created IGNITE-11012: - Summary: [ML] Add model type validation during parsing parquet file Key: IGNITE-11012 URL: https://issues.apache.org/jira/browse/IGNITE-11012 Project:

[jira] [Updated] (IGNITE-11003) [ML] Add parser for Spark Random forest classifier

[ https://issues.apache.org/jira/browse/IGNITE-11003?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11003: -- Description: # Write Spark example producing Random forest classifier model  # Save

[jira] [Updated] (IGNITE-11005) [ML] Add parser for Spark Gradient-boosted tree classifier

[ https://issues.apache.org/jira/browse/IGNITE-11005?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11005: -- Affects Version/s: 2.8 > [ML] Add parser for Spark Gradient-boosted tree classifier

[jira] [Updated] (IGNITE-11005) [ML] Add parser for Spark Gradient-boosted tree classifier

[ https://issues.apache.org/jira/browse/IGNITE-11005?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11005: -- Component/s: ml > [ML] Add parser for Spark Gradient-boosted tree classifier >

[jira] [Updated] (IGNITE-11005) [ML] Add parser for Spark Gradient-boosted tree classifier

[ https://issues.apache.org/jira/browse/IGNITE-11005?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11005: -- Ignite Flags: (was: Docs Required) > [ML] Add parser for Spark Gradient-boosted

[jira] [Created] (IGNITE-11005) [ML] Add parser for Spark Gradient-boosted tree classifier

Aleksey Zinoviev created IGNITE-11005: - Summary: [ML] Add parser for Spark Gradient-boosted tree classifier Key: IGNITE-11005 URL: https://issues.apache.org/jira/browse/IGNITE-11005 Project:

[jira] [Updated] (IGNITE-11003) [ML] Add parser for Spark Random forest classifier

[ https://issues.apache.org/jira/browse/IGNITE-11003?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-11003: -- Description: # Write Spark example producing Linear SVM model  # Save model to

[jira] [Created] (IGNITE-11000) [ML] Add parser for Spark LinearRegression

Aleksey Zinoviev created IGNITE-11000: - Summary: [ML] Add parser for Spark LinearRegression Key: IGNITE-11000 URL: https://issues.apache.org/jira/browse/IGNITE-11000 Project: Ignite

[jira] [Created] (IGNITE-11001) [ML] Add parser for Spark Linear SVM model

Aleksey Zinoviev created IGNITE-11001: - Summary: [ML] Add parser for Spark Linear SVM model Key: IGNITE-11001 URL: https://issues.apache.org/jira/browse/IGNITE-11001 Project: Ignite

[jira] [Created] (IGNITE-11003) [ML] Add parser for Spark Random forest classifier

Aleksey Zinoviev created IGNITE-11003: - Summary: [ML] Add parser for Spark Random forest classifier Key: IGNITE-11003 URL: https://issues.apache.org/jira/browse/IGNITE-11003 Project: Ignite

[jira] [Created] (IGNITE-11002) [ML] Add parser for Spark Decision tree classifier model

Aleksey Zinoviev created IGNITE-11002: - Summary: [ML] Add parser for Spark Decision tree classifier model Key: IGNITE-11002 URL: https://issues.apache.org/jira/browse/IGNITE-11002 Project: Ignite

[jira] [Updated] (IGNITE-10968) [ML] Create new ignite module SparkMLModelImport and add LogRegression converter

[ https://issues.apache.org/jira/browse/IGNITE-10968?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10968: -- Priority: Critical (was: Major) > [ML] Create new ignite module SparkMLModelImport

[jira] [Created] (IGNITE-10968) [ML] Create new ignite module SparkMLModelImport and add LogRegression converter

Aleksey Zinoviev created IGNITE-10968: - Summary: [ML] Create new ignite module SparkMLModelImport and add LogRegression converter Key: IGNITE-10968 URL: https://issues.apache.org/jira/browse/IGNITE-10968

[jira] [Updated] (IGNITE-10904) [ML] Refactor all examples with regression to use RegressionMetrics

[ https://issues.apache.org/jira/browse/IGNITE-10904?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10904: -- Priority: Critical (was: Major) > [ML] Refactor all examples with regression to use

[jira] [Updated] (IGNITE-7022) Use QuadTree for kNN performance

[ https://issues.apache.org/jira/browse/IGNITE-7022?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-7022: - Priority: Minor (was: Trivial) > Use QuadTree for kNN performance >

[jira] [Updated] (IGNITE-6642) [Umbrella] Integration with PMML

[ https://issues.apache.org/jira/browse/IGNITE-6642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-6642: - Priority: Minor (was: Major) > [Umbrella] Integration with PMML >

[jira] [Updated] (IGNITE-10804) [ML] Add ability to load LinReg model from Spark to Ignite via PMML

[ https://issues.apache.org/jira/browse/IGNITE-10804?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10804: -- Priority: Minor (was: Major) > [ML] Add ability to load LinReg model from Spark to

[jira] [Updated] (IGNITE-10902) [ML] Implement a few regression metrics in one RegressionMetrics class

[ https://issues.apache.org/jira/browse/IGNITE-10902?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10902: -- Priority: Critical (was: Major) > [ML] Implement a few regression metrics in one

[jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric

[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10145: -- Priority: Trivial (was: Minor) > [ML] Implement ROC AUC metric >

[jira] [Updated] (IGNITE-10903) [ML] Provide an example with training of regression model and its evaluation

[ https://issues.apache.org/jira/browse/IGNITE-10903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10903: -- Priority: Critical (was: Major) > [ML] Provide an example with training of

[jira] [Updated] (IGNITE-10901) [ML][Umbrella] Add support of regression metrics to evaluate regression models

[ https://issues.apache.org/jira/browse/IGNITE-10901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10901: -- Priority: Critical (was: Major) > [ML][Umbrella] Add support of regression metrics

[jira] [Updated] (IGNITE-10866) [ML] Add an example of LogRegression model loading

[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10866: -- Priority: Major (was: Critical) > [ML] Add an example of LogRegression model

[jira] [Updated] (IGNITE-10792) [ML] Add seed to test-train filter

[ https://issues.apache.org/jira/browse/IGNITE-10792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10792: -- Priority: Minor (was: Critical) > [ML] Add seed to test-train filter >

[jira] [Created] (IGNITE-10902) [ML] Implement a few regression metrics in one RegressionMetrics class

Aleksey Zinoviev created IGNITE-10902: - Summary: [ML] Implement a few regression metrics in one RegressionMetrics class Key: IGNITE-10902 URL: https://issues.apache.org/jira/browse/IGNITE-10902

[jira] [Updated] (IGNITE-10902) [ML] Implement a few regression metrics in one RegressionMetrics class

[ https://issues.apache.org/jira/browse/IGNITE-10902?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10902: -- Description: Look for possible metrics in Spark, Smile, Scikit-learn 

[jira] [Updated] (IGNITE-10902) [ML] Implement a few regression metrics in one RegressionMetrics class

[ https://issues.apache.org/jira/browse/IGNITE-10902?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10902: -- Description: Look for possible metrics in Spark, Smile, Scikit-learn 

[jira] [Created] (IGNITE-10904) [ML] Refactor all examples with regression to use RegressionMetrics

Aleksey Zinoviev created IGNITE-10904: - Summary: [ML] Refactor all examples with regression to use RegressionMetrics Key: IGNITE-10904 URL: https://issues.apache.org/jira/browse/IGNITE-10904

[jira] [Created] (IGNITE-10903) [ML] Provide an example with training of regression model and its evaluation

Aleksey Zinoviev created IGNITE-10903: - Summary: [ML] Provide an example with training of regression model and its evaluation Key: IGNITE-10903 URL: https://issues.apache.org/jira/browse/IGNITE-10903

[jira] [Updated] (IGNITE-10870) [ML] Add an example for KNN/LogReg and multi-class task full Iris dataset

[ https://issues.apache.org/jira/browse/IGNITE-10870?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10870: -- Priority: Major (was: Critical) > [ML] Add an example for KNN/LogReg and

[jira] [Updated] (IGNITE-10901) [ML][Umbrella] Add support of regression metrics to evaluate regression models

[ https://issues.apache.org/jira/browse/IGNITE-10901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10901: -- Summary: [ML][Umbrella] Add support of regression metrics to evaluate regression

[jira] [Created] (IGNITE-10901) [ML][Umbrella] Add support of regression metrics to evaluate regression

Aleksey Zinoviev created IGNITE-10901: - Summary: [ML][Umbrella] Add support of regression metrics to evaluate regression Key: IGNITE-10901 URL: https://issues.apache.org/jira/browse/IGNITE-10901

[jira] [Updated] (IGNITE-9634) [ML] Trainers as pipeline parameters that can be varied

[ https://issues.apache.org/jira/browse/IGNITE-9634?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9634: - Priority: Major (was: Minor) > [ML] Trainers as pipeline parameters that can be varied

[jira] [Updated] (IGNITE-8250) Adopt Fuzzy CMeans to PartitionedDatasets

[ https://issues.apache.org/jira/browse/IGNITE-8250?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8250: - Priority: Trivial (was: Minor) > Adopt Fuzzy CMeans to PartitionedDatasets >

[jira] [Updated] (IGNITE-9497) [ML] Add Pipeline support to Cross-Validation process

[ https://issues.apache.org/jira/browse/IGNITE-9497?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9497: - Priority: Major (was: Minor) > [ML] Add Pipeline support to Cross-Validation process >

[jira] [Updated] (IGNITE-9936) [ML] Make readable the models ouput in RandomForestClassificationExample

[ https://issues.apache.org/jira/browse/IGNITE-9936?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9936: - Priority: Major (was: Minor) > [ML] Make readable the models ouput in

[jira] [Updated] (IGNITE-9936) [ML] Make readable the models ouput in RandomForestClassificationExample

[ https://issues.apache.org/jira/browse/IGNITE-9936?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9936: - Priority: Minor (was: Major) > [ML] Make readable the models ouput in

[jira] [Updated] (IGNITE-10870) [ML] Add an example for KNN/LogReg and multi-class task full Iris dataset

[ https://issues.apache.org/jira/browse/IGNITE-10870?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10870: -- Priority: Minor (was: Major) > [ML] Add an example for KNN/LogReg and multi-class

[jira] [Updated] (IGNITE-10869) [ML] Add MultiClass classification metrics

[ https://issues.apache.org/jira/browse/IGNITE-10869?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10869: -- Priority: Minor (was: Major) > [ML] Add MultiClass classification metrics >

[jira] [Updated] (IGNITE-10697) [ML] Add Frequency Encoding

[ https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10697: -- Priority: Trivial (was: Major) > [ML] Add Frequency Encoding >

[jira] [Updated] (IGNITE-10711) [ML] [Umbrella] Provide metrics to evaluate the quality of model

[ https://issues.apache.org/jira/browse/IGNITE-10711?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10711: -- Priority: Minor (was: Major) > [ML] [Umbrella] Provide metrics to evaluate the

[jira] [Updated] (IGNITE-10870) [ML] Add an example for KNN/LogReg and multi-class task full Iris dataset

[ https://issues.apache.org/jira/browse/IGNITE-10870?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10870: -- Priority: Critical (was: Major) > [ML] Add an example for KNN/LogReg and

[jira] [Updated] (IGNITE-7022) Use QuadTree for kNN performance

[ https://issues.apache.org/jira/browse/IGNITE-7022?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-7022: - Priority: Trivial (was: Minor) > Use QuadTree for kNN performance >

[jira] [Updated] (IGNITE-7328) Improve Labeled Dataset loading from txt file

[ https://issues.apache.org/jira/browse/IGNITE-7328?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-7328: - Priority: Trivial (was: Minor) > Improve Labeled Dataset loading from txt file >

[jira] [Updated] (IGNITE-7327) Add CSV loading to Labeled Dataset with Loader

[ https://issues.apache.org/jira/browse/IGNITE-7327?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-7327: - Priority: Trivial (was: Minor) > Add CSV loading to Labeled Dataset with Loader >

[jira] [Updated] (IGNITE-10529) [ML][Umbrella] Add Confusion Matrix support for classification algorithms

[ https://issues.apache.org/jira/browse/IGNITE-10529?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10529: -- Priority: Major (was: Minor) > [ML][Umbrella] Add Confusion Matrix support for

[jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric

[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10145: -- Priority: Minor (was: Major) > [ML] Implement ROC AUC metric >

[jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric

[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10145: -- Summary: [ML] Implement ROC AUC metric (was: [ML] ROC AUC score) > [ML] Implement

[jira] [Commented] (IGNITE-10866) [ML] Add an example of LogRegression model loading

[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16739510#comment-16739510 ] Aleksey Zinoviev commented on IGNITE-10866: --- How to save pipeline/model in Spark? Look here 

[jira] [Commented] (IGNITE-10866) [ML] Add an example of LogRegression model loading

[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16739485#comment-16739485 ] Aleksey Zinoviev commented on IGNITE-10866: --- Look at

[jira] [Created] (IGNITE-10869) [ML] Add MultiClass classification metrics

Aleksey Zinoviev created IGNITE-10869: - Summary: [ML] Add MultiClass classification metrics Key: IGNITE-10869 URL: https://issues.apache.org/jira/browse/IGNITE-10869 Project: Ignite

[jira] [Created] (IGNITE-10870) [ML] Add an example for KNN/LogReg and multi-class task full Iris dataset

Aleksey Zinoviev created IGNITE-10870: - Summary: [ML] Add an example for KNN/LogReg and multi-class task full Iris dataset Key: IGNITE-10870 URL: https://issues.apache.org/jira/browse/IGNITE-10870

[jira] [Updated] (IGNITE-10792) [ML] Add seed to test-train filter

[ https://issues.apache.org/jira/browse/IGNITE-10792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10792: -- Priority: Critical (was: Major) > [ML] Add seed to test-train filter >

[jira] [Updated] (IGNITE-10866) [ML] Add an example of LogRegression model loading

[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10866: -- Priority: Critical (was: Major) > [ML] Add an example of LogRegression model

[jira] [Updated] (IGNITE-10866) [ML] Add an example of LogRegression model loading

[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10866: -- Component/s: ml > [ML] Add an example of LogRegression model loading >

[jira] [Created] (IGNITE-10866) [ML] Add an example of LogRegression model loading

Aleksey Zinoviev created IGNITE-10866: - Summary: [ML] Add an example of LogRegression model loading Key: IGNITE-10866 URL: https://issues.apache.org/jira/browse/IGNITE-10866 Project: Ignite

[jira] [Created] (IGNITE-10865) [ML] [Umbrella] Integration with Spark ML

Aleksey Zinoviev created IGNITE-10865: - Summary: [ML] [Umbrella] Integration with Spark ML Key: IGNITE-10865 URL: https://issues.apache.org/jira/browse/IGNITE-10865 Project: Ignite Issue

[jira] [Updated] (IGNITE-10803) [ML] Add prototype LogReg loading from PMML format

[ https://issues.apache.org/jira/browse/IGNITE-10803?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10803: -- Priority: Major (was: Critical) > [ML] Add prototype LogReg loading from PMML

[jira] [Updated] (IGNITE-10713) [ML] Refactor examples with accuracy calculation and another metrics usage

[ https://issues.apache.org/jira/browse/IGNITE-10713?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10713: -- Priority: Critical (was: Major) > [ML] Refactor examples with accuracy calculation

[jira] [Updated] (IGNITE-6642) [Umbrella] Integration with PMML

[ https://issues.apache.org/jira/browse/IGNITE-6642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-6642: - Priority: Major (was: Critical) > [Umbrella] Integration with PMML >

[jira] [Updated] (IGNITE-10803) [ML] Add prototype LogReg loading from PMML format

[ https://issues.apache.org/jira/browse/IGNITE-10803?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10803: -- Priority: Critical (was: Major) > [ML] Add prototype LogReg loading from PMML

[jira] [Commented] (IGNITE-10810) [ML] Import models from MLeap

[ https://issues.apache.org/jira/browse/IGNITE-10810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16728713#comment-16728713 ] Aleksey Zinoviev commented on IGNITE-10810: --- Do you mean only model loads or whole pipelines?

[jira] [Updated] (IGNITE-10803) [ML] Add prototype LogReg loading from PMML format

[ https://issues.apache.org/jira/browse/IGNITE-10803?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10803: -- Summary: [ML] Add prototype LogReg loading from PMML format (was: [ML] Add

[jira] [Created] (IGNITE-10804) [ML] Add ability to load LinReg model from Spark to Ignite via PMML

Aleksey Zinoviev created IGNITE-10804: - Summary: [ML] Add ability to load LinReg model from Spark to Ignite via PMML Key: IGNITE-10804 URL: https://issues.apache.org/jira/browse/IGNITE-10804

[jira] [Created] (IGNITE-10803) [ML] Add prototype LinearRegression loading from PMML format

Aleksey Zinoviev created IGNITE-10803: - Summary: [ML] Add prototype LinearRegression loading from PMML format Key: IGNITE-10803 URL: https://issues.apache.org/jira/browse/IGNITE-10803 Project:

[jira] [Updated] (IGNITE-10438) [ML] DBSCAN

[ https://issues.apache.org/jira/browse/IGNITE-10438?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-10438: -- Priority: Minor (was: Major) > [ML] DBSCAN > --- > > Key:

<    1   2   3   4   5   >